Multi-Classification Refactoring Framework Using Hopfield Neural Network for Sustainable Software Development by Abdullah Almogahed, Hairulnizam Mahdin, Yeong Hyeon Gu, Mohammed A. Al-Masni, Shehab Abdulhabib Alzaeemi, Mazni Omar, Abdulwadood Alawadhi, Samera Obaid Barraood, Abdul Rehman Gilal, Adnan Ameen Bakather

“…By providing clear classifications and descriptions of each strategy, the proposed framework helps developers make informed decisions about how to improve the design and structure of their code. It helps developers mitigate risks associated with code changes by providing guidance on which strategies are likely to yield positive results for specific quality attributes. …”
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Impacts of microplastics on agroecosystem multifunctionality: From plant production to soil microbial diversity and functions by Zhenxiu Liu, Yali Liu, Zifang Zhou, Yangbeijia Liu, Shiqiang Ge, Chang Shen, Ziqiang Liu, Jianwu Wang

“…Overall, low-concentration PE (0.1 % and 1 %) and PS (0.1 %) improved EMF due to the enhanced bacterial α-diversity and C- or N-related enzymes activities, and altered microbial community structure. However, the promoting effects on EMF disappeared with increasing the dose of MPs pollution. …”
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Origin and Possible Members of the ‘Malvasia’ Family: The New Fuencaliente de La Palma Hypothesis on the True ‘Malvasia’ by Francesca Fort, Luis Ricardo Suárez-Abreu, Qiying Lin-Yang, Juancho Asenjo, Leonor Deis, Joan Miquel Canals, Fernando Zamora

“…The known molecular profiles were obtained using the SSR (Simple Sequence Repeats) or microsatellite technique. Various population structure programs were applied, information on the possible origin or area where each of the varieties was mostly grown was used, and historical information was used to explain the results obtained. …”
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Crystal‐Interface‐Mediated Self‐Assembly of ZnIn2S4/CdS S‐scheme Heterojunctions Toward Efficient Photocatalytic Hydrogen Production by Dongdong Zhang, Zhiyi Gao, Dongjiang Yang, Lin Wang, Xiangdong Yang, Kai Tang, Hongli Yang, Xiaoqiang Zhan, Zhengjun Wang, Weiyou Yang

“…Herein, we report the construction of ZnIn2S4/CdS S‐scheme heterojunctions under ambient conditions, based on a sonochemical strategy. This structure is facilitated by the well‐matched interface between the (007) plane of layered ZnIn2S4 and the (101) plane of CdS, leading to a threshold optical response of 2.12 eV, which optimally aligns with visible light absorption. …”
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Co‐Atomic Interface Minimizing Charge Transfer Barrier in Polytypic Perovskites for CO2 Photoreduction by Fengyi Zhong, Jianping Sheng, Chenyu Du, Ye He, Fengying Zhang, Yanjuan Sun, Ying Zhou, Fan Dong

“…These insights underscore the importance of interfacial structure in heterojunction design and comprehending the intricate interplay between interface and carrier dynamics.…”
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Tyrosine phosphatase Shp2 accelerated the progression of dilated cardiomyopathy via upregulating NF-κB/Src/FAK signaling induced ROS and mitophagy by Jingxia Hao, Hua Wang, Bo Li, Jingshi Chen, Wenlu Wang, Yingxue Wang, Yingqian Zhang

“…Dilated cardiomyopathy was ameliorated in DCM mice with specific knockout of Shp2, which showed attenuation of heart structure, degree of fibrosis in myocardial tissue, and degree of cardiomyocyte dilatation. …”
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Nuanced Music Emotion Recognition via a Semi‑Supervised Multi‑Relational Graph Neural Network by Andreas Peintner, Marta Moscati, Yu Kinoshita, Richard Vogl, Peter Knees, Markus Schedl, Hannah Strauss, Marcel Zentner, Eva Zangerle

“…We leverage graph neural networks to model intricate inter‑track relationships and capture structurally induced representations from user data, such as listening histories, genres, and tags. …”
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Effects of Superfine Grinding and High-pressure Processing on Physicochemical Properties and Polyphenol Antioxidant Activity of Barley Leaves by Xin YUAN, Huijuan ZHU, Lingjun MA, Fang CHEN, Xiaojun LIAO, Xiaosong HU, Junfu JI

“…The particle size, density, fluidity, morphology and structure of barley leaf powders were characterized using various methods, including the particle size analyzer, powder density tester, colorimeter, scanning electron microscope and Fourier transform infrared spectroscopy. …”
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PHARMACO-ECONOMIC ANALYSIS OF COST IN TERMS OF MAINTENANCE OF PREFERENTIAL MEDICINES PATIENTS WITH CHRONIC OBSTRUCTIVE PULMONARY DISEASE ON THE TERRITORY OF KRASNOYARSK REGION by T. V. Gaygolnik, I. V. Demko, E. N. Bochanova, A. Yu. Kraposhina, N. V. Gordeeva, I. A. Soloveva

“…The purpose of this study was to conduct the analysis of the structure and the rationality of cost in particular of providing preferential medicines patients with сhronic obstructive pulmonary disease (COPD) in Krasnoyarsk region.Materials and methods. …”
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High-performance supercapattery with nanotube-TiO2/carbon nano tubes anode and coconut-shell-derived activated carbon cathode by Thi Thu Trang Nguyen, Thi Nhu Nguyet Pham, Hoang Anh Nguyen, Thi Nhu Quynh Nguyen, Nguyen Thanh Le Huynh, Van Viet Pham, Thai Hoang Nguyen, Viet Hai Le, Thi Thu Trang Nguyen, Thi Thom Nguyen, Thi Nam Pham, Dai Lam Tran, Trong Lu Le

“…The results illustrate that the synergistic effect of high conductive CNT networks and well-dispersed NT-TiO2 structure can enhance hybrid capacitors' power and energy density through the brief diffusion routes for Li-ions and rapid transference of electrons. …”
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A Novel Depth-First Search Algorithm for Partial Periodic-Frequent Pattern Mining in Temporal Databases by Pamalla Veena, Vanitha Kattumuri, Yutaka Watanobe, Rage Uday Kiran, So Nakamura, Palla Likhitha, Koji Zettsu

“…It compresses temporal databases into a unified dictionary structure, enabling efficient data traversal and recursive mining. …”
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Coherent DOA Estimation of Multi-Beam Frequency Beam-Scanning LWAs Based on Maximum Likelihood Algorithm by Yifan Yang, Rihui Zeng, Qingqing Zhu, Weijin Fang, Biyun Ma, Yide Wang

“…Moreover, due to the nonlinear frequency response of the FBS-LWA, its response matrix does not satisfy the Vandermonde structure, which renders common rank-recovery techniques ineffective for processing coherent signals. …”
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exoALMA. I. Science Goals, Project Design, and Data Products by Richard Teague, Myriam Benisty, Stefano Facchini, Misato Fukagawa, Christophe Pinte, Sean M. Andrews, Jaehan Bae, Marcelo Barraza-Alfaro, Gianni Cataldi, Nicolás Cuello, Pietro Curone, Ian Czekala, Daniele Fasano, Mario Flock, Maria Galloway-Sprietsma, Himanshi Garg, Cassandra Hall, Iain Hammond, Thomas Hilder, Jane Huang, John D. Ilee, Andrés F. Izquierdo, Kazuhiro Kanagawa, Geoffroy Lesur, Giuseppe Lodato, Cristiano Longarini, Ryan A. Loomis, Frédéric Masset, Francois Menard, Ryuta Orihara, Daniel J. Price, Giovanni Rosotti, Jochen Stadler, Leonardo Testi, Hsi-Wei Yen, Gaylor Wafflard-Fernandez, David J. Wilner, Andrew J. Winter, Lisa Wölfer, Tomohiro C. Yoshida, Brianna Zawadzki

“…In addition, the molecular emission allowed for the velocity structure of the disks to be mapped with excellent precision (uncertainties of the order of 10 m s ^−1 ), revealing a variety of kinematic perturbations across all sources. …”
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Achieving refined microstructure and enhanced mechanical properties in a Ti-46Al-5Nb-0.1C alloy via in-situ co-precipitation of multi-phase reinforcements by Weigang Yang, Dingbang Sun, Yongfeng Liang, Mingao Li, Wenjing Li, Junpin Lin

“…With the addition of B4C, nano TiB, nano Ti2AlC, and TiB whiskers precipitated at the boundaries of lamellar colonies, collectively forming a network-like reinforcement structure. Meanwhile, the mean grain size of (α2 + γ) lamellar colonies decreased significantly from 425.3 μm to 78.5 μm with 0.1 wt.% B4C addition. …”
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Preliminary insights of the genetic diversity and invasion pathways of Cedrela odorata in the Galapagos Islands, Ecuador by Martina Albuja‐Quintana, Gonzalo Rivas‐Torres, Karla E. Rojas López, Pacarina Asadobay, Walter Palacios Cuenca, Génesis Vinueza, Maria de Lourdes Torres

“…We analyzed nine microsatellite markers in C. odorata individuals from Galapagos and mainland Ecuador to describe the genetic diversity and population structure of C. odorata in the Galapagos and to explore the origin and invasion history of this species. …”
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Urban road collapse risk assessment based on the extended xLSTM Network by Jiahao Zhou, Juncai Jiang, Yizhao Wang, Wenfeng Bai, Fei Wang, Long Chen, Qinglun He

“…This method introduces two new LSTM variants, the scalar LSTM (sLSTM) and the matrix LSTM (mLSTM), incorporating exponential gating and an innovative matrix memory structure. These variants are integrated using residual connections to form a comprehensive network architecture that enables effective learning and representation of the temporal features. …”
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Evaluating Sampling Designs to Survey Fish Diversity in Lakes From Northern Temperate Zones by Erik García‐Machado, Eric Normandeau, Guillaume Côté, Isabeau Caza‐Allard, Charles Babin, Louis Bernatchez

“…Simple random, grid, and transect‐based sampling methods are widely used in ecological surveys to obtain an unbiased estimation of species richness and community structure. However, under certain conditions where spatial information is available, sampling design and sequencing depth can be optimized to reduce effort and cost. …”
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Emerging Roles of GDF15 in Metabolic and Cardiovascular Diseases by Tian Tian, Monan Liu, Peter J. Little, Hans Strijdom, Jianping Weng, Suowen Xu

“…This review summarizes the expression, distribution, structure, processing, and secretion of GDF15. We also discuss multilayered regulatory networks governing GDF15 expression, including ATF4/CHOP, AMPK, EGR1, EZH2, PPARγ, NRF2, ERRγ, and p53, as well as posttranscriptional regulator CNOT6L. …”
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A comprehensive evaluation of cost-effective forged and aged β-type Ti–14Mn–Zr alloys with variable Zr content for biomedical implant applications by Ahmed H. Awad, Ahmed W. Abdelghany, Matias Jaskari, Antti Järvenpää, Mohamed Abdel-Hady Gepreel

“…The annealed Ti–14Mn–6Zr alloy exhibited the lowest Young's modulus of 106.2 GPa due to high β-phase stability and a single-phase structure. Forging followed by ageing at 700 °C improved tribological performance, yielding the lowest wear rate (3.61 μm/km/N) and coefficient of friction (0.43), with worn surfaces displaying characteristic features such as parallel grooves, debris accumulation, and wear craters. …”
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Getting back on track: Development of a blended-care intervention for weight recurrence after metabolic bariatric surgery using intervention mapping by Vera Voorwinde, Ingrid H.M. Steenhuis, Ignace M.C. Janssen, Valerie M. Monpellier, Maartje M. van Stralen

“…Innovation: This intervention incorporates newly developed elements in a novel blended-care structure. Future evaluation is necessary to determine its effectiveness in achieving the desired outcomes.…”
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